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Low-light image enhancement gets a boost: BiEvLight's bi-level learning approach tackles noise coupling in event data, leading to substantial improvements over existing methods.
CLIP's "lost" text encoder layers actually contain valuable information for cross-domain few-shot learning, and a method to re-utilize them significantly boosts performance.